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This bibliometric study aims to analyze the latest trends and patterns of big data applications in librarianship from 2000 to 2022. By conducting a comprehensive examination of the existing literature, this study aims to provide valuable insights into the emerging field of big data in librarianship and its potential impact on the future of libraries.

This study employed a rigorous four-stage process of identification, screening, eligibility and inclusion to filter and select the most relevant documents for analysis. The Scopus database was utilized to retrieve pertinent data related to big data applications in librarianship. The dataset comprised 430 documents, including journal articles, conference papers, book chapters, reviews and books. Through bibliometric analysis, the study examined the effectiveness of different publication types and identified the main topics and themes within the field.

The study found that the field of big data in librarianship is growing rapidly, with a significant increase in publications and citations over the past few years. China is the leading country in terms of publication output, followed by the United States of America. The most influential journals in the field are Library Hi Tech and the ACM International Conference Proceeding Series. The top authors in the field are Minami T, Wu J, Fox EA and Giles CL. The most common keywords in the literature are big data, librarianship, data mining, information retrieval, machine learning and webometrics.

This bibliometric study contributes to the existing body of literature by comprehensively analyzing the latest trends and patterns in big data applications within librarianship. It offers a systematic approach to understanding the state of the field and highlights the unique contributions made by various types of publications. The study’s findings and insights contribute to the originality of this research, providing a foundation for further exploration and advancement in the field of big data in librarianship.

This study aims to identify the causes of mental health issues faced by university librarians, to investigate the impact of mental health issues on the job performance of university librarians, and to know about the health activities to maintain mental and physical health.

The systematic literature review was applied as the research methodology. Forty-three research papers published in peer-reviewed journals were selected to conduct the study.

The findings of the study revealed that several factors including socio-economic conditions, work stress, stigma, constant fear, lack of self-efficacy, negative thinking, job security problems, strict organizational climate, poor human relations, lack of required job skills, chronic diseases and global pandemics cause mental problems in library professionals. Mental health issues have a negative impact on the job output of librarians. Different activities including emotional health training sessions, physical and mental exercises, social connections, membership of mental health centres, continuing professional development, and self-care training assist in the stability of the physical and mental fitness of librarians.

The study has a societal impact through the identification of different activities for maintaining mental health. It has offered theoretical implications for the investigators to further conduct studies in the area of mental health and librarians. It has also provided managerial implications for management bodies to take fruitful measures for the sound mental health of librarians so that they might carry out innovative library services.

The purpose of this research was to empirically examine the career transitions of mid-career African American women leaving traditional careers for entrepreneurship. The authors illustrate how transition theory and effectuation principles ameliorate an African American woman's transition to entrepreneurship.

The authors conducted semi-structured interviews with nine African American woman entrepreneurs. The data collected were evaluated through the lens of transition theory and effectuation theory.

The study results show that despite being the chief officer, many African American women still face inequalities when negotiating business deals, interacting with partners and when seeking capital for their business. Effectuation theory partially supports an African American woman's career transition to entrepreneurship, but the theory does not fully address the unique experiences of this demographic.

The results of this study reveal that effectuation principles do not fully explain the entrepreneurial career transition experiences of African American women. Theory development and extensions of existing theories should consider the potential discriminatory practices that limit financial resources and strategic partnerships for African American women entrepreneurs. The authors also advocate for consideration of identities, particularly related to gender and race, as factors that contribute to entrepreneurial experiences.

The study findings support the notion that each woman's situation will be different and unique, requiring aspiring African American woman entrepreneurs to assess their individual situation. Consistent access to minority-specific programs can help aspiring African American women entrepreneurs visualize her new identity and provide the support needed to enhance her career transition. There is no one-size-fits-all solution, so each woman will need to craft her own individualized plan.

Findings from this study solidify the role of African American women entrepreneurs as business leaders with influence and direct impact on the US economy. Their success enables African American women to contribute to more inclusive societies through their service to diverse members of society. In addition, their attainment of success serves as a testimony to aspiring African American women that entrepreneurial success is achievable, encouraging more diversity in entrepreneurship.

Few entrepreneurial studies exist on both women and racial minorities, resulting in a paucity of strategies to support African American women throughout their entrepreneurial journey. The results of this study revealed barriers which require specific strategies to address discriminatory lending practices and acceptance when forging new business relationships.

Construction managers must focus on effective job design to develop and harness employee talent and achieve organizational goals. Because psychological needs and key motivators vary by career stage, a differentiated employee value proposition is crucial for a firm’s retention strategy. This study aims to examine how job crafting (JC) affects job embeddedness (JE) at different career stages.

In this investigation, a quantitative methodology was used. In total, 272 construction industry professionals from 25 construction firms in Abu Dhabi, United Arab Emirates, provided the data. Through the use of structural equation modeling, hypotheses were evaluated.

The results show that JC enhances construction professionals’ JE (β = 0.60, p < 0.000). Moreover, the relationship between JC and JE is moderated by career stages. The impact of JC on JE is greater among longer tenured (late-career stages, β = 0.61, p < 0.000) than shorter tenured construction professionals (early-career stages, β = 0.60, p < 0.000 and mid-career stages, β = 0.58, p < 0.000).

Limited research shows how JC can improve JE. At the time of this research, there was no published work on JC and JE relationship in the construction industry. This research found that JC has a positive impact on JE and JC behavior applies at both individual and team levels. This could imply that construction professionals with longer organizational tenure are more likely to challenge the status quo and identify problems or opportunities for improvement, hence contributes to JE theory.

This study was conducted to fill gaps in the literature based on institution type, career level, and gender identity.

Faculty often struggle with achieving work-life balance. This struggle is exacerbated for faculty parents. Most academic parent research has been conducted on early-career women and at research-intensive universities. Although these groups are important, it is also important to understand experiences of academic parents at different career levels and types of institutions. The authors conducted a qualitative thematic analysis from focus groups with faculty from a mid-sized master's level university about work-life balance expectations and experiences in their roles as academics and parents. These four groups included early-career mothers (n = 5), early-career fathers (n = 4), mid-career mothers (n = 4), and mid-career fathers (n = 7).

Faculty expressed having a high workload based on an intersection of high work expectations, unclear work expectations, and lack of equity. Consequences of the high workload included lower work-life balance, dissatisfaction at not doing more, the loss of flexibility as an advantage, and lower organizational commitment.

Although results are limited in generalizability, it is useful to examine one institution, with all participants sharing the same culture and policies, in-depth. The authors discuss recommendations for educational administrators for assisting academic parents and suggest institutions work to examine informal expectations and formal policies at their institutions. Working together, faculty and staff can help enhance alignment of expectations and perceptions of work-life balance, hopefully leading to happier, more satisfied employees.

Extant expatriate literature largely adopts a global north/western focus and expatriate-centric approach in investigating spousal/partners’ motives for supporting expatriation. Contrastingly, this study focuses on the lived experiences of dual-career female partners from an emerging global south economy and a patriarchal society as it relates to motives for supporting a partner’s international assignment (IA) to a developed country.

This investigation adopts a hermeneutic interpretive phenomenology research design. Twelve career-oriented female partners from an emerging global south economy (Brazil) who supported a partner’s IA to a developed country (USA) participated in this study. The data included semi-structured interviews and field notes.

The study indicates that societal constraints, gendered career experiences and career and life stage reasons influenced women’s decision to engage in career opt out and/or interruption in support of their partners' IA. Further, patriarchal long-lasting structures and ideologies shaped women’s career experiences; women perceived IAs as a means of acquiring embodied and institutionalized cosmopolitan capital for themselves and their families in order to gain a better position in a transnational/globalized world.

Although the sample size of this study is appropriate for the methodological choice adopted, future studies should include more participants and address different socioeconomic, political and cultural contexts.

This study highlights dual-career female partners' lived experiences in an emerging global south economy and a patriarchal society as it relates to motives for supporting IAs.

Digitalisation is reshaping the learning process, shifting it towards personalisation and online learning, and fuelling the growth of massive open online courses (MOOCs) and micro-credentials. Despite being a popular global trend, limited studies have looked at micro-credentials and their impact on learners' behavioural outcomes. The purpose of this study is to investigate the impact of programme design factors on learning experience, as well as the inter-relationships between programme design, learning experience and behavioural responses (e.g. engagement and willingness to pay more (WTPM)) towards micro-credentials. In addition, the study aims to investigate learning enjoyment as a moderator.

A survey questionnaire was used to collect data from 354 respondents who are working adults living in the major economic states in Malaysia. Data analysis was performed using the analysis of a moment structures (AMOS) statistical software and SPSS (Statistical Package for the Social Sciences) PROCESS macro.

The results show the significance of programme design factors (i.e., flexibility, system quality and content quality) in determining the learning experience. The learning experience is found as a mediator in the relationship between programme design factors and learner engagement and WTPM. In addition, the moderation assessment confirms that enjoyment during learning strengthens the relationship between experience and behavioural responses.

This study is amongst a few selected studies that focus on engagement in and WTPM for micro-credentials. In addition, it emphasises the mediating role of the learning experience and the moderating role of enjoyment in understanding the impact of programme design on learners' experiences and behavioural responses.

The authors passively apply a researcher profile pitch (RPP) template tool in accounting and across a range of Business School disciplines.

The authors document a diversity of worked examples of the RPP. Using an auto-ethnographic research design, each showcased researcher reflects on the exercise, highlighting nuanced perspectives drawn from their experience. Collectively, these examples and associated independent narratives allow the authors to identify common themes that provide informative insights to potential users.

First, the RPP tool is helpful for accounting scholars to portray their essential research stream. Moreover, the tool proved universally meaningful and applicable irrespective of research discipline or research experience. Second, it offers a distinct advantage over existing popular research profile platforms, because it demands a focused “less”, that delivers a meaningful “more”. Further, the conciseness of the RPP design makes it readily amenable to iteration and dynamism. Third, the authors have identified specific situations of added value, e.g. initiating research collaborations and academic job market preparation.

The RPP tool can provide the basis for developing a scalable interactive researcher exchange platform.

The authors argue that the RPP tool potentially adds meaningful incremental value relative to existing popular platforms for gaining researcher visibility. This additional value derives from the systematic RPP format, combined with the benefit of easy familiarity and strong emphasis on succinctness. Additionally, the authors argue that the RPP adds a depth of nuanced novel information often not contained in other platforms, e.g. around the dimensions of “data” and “tools”. Further, the RPP gives the researcher a “personality”, most notably through the dimensions of “contribution” and “other considerations”.

The Australian Government has long used its international scholarship programs as an instrument of soft power in international diplomacy. The paper examines an international scholarship program and its role in Australia’s soft power efforts during a period in recent history.

The Australia in the Asian Century White Paper of 2012 is used as a lens to reveal how the Australian Government viewed the role of international scholarship programs in international diplomacy at a specific point in the recent past, and compares it with research revealing what was contemporaneously happening with one key government-funded scholarship program.

This paper is based on a comprehensive case study of the Australian Government’s Endeavour Scholarships and Fellowships program (2004–2019). Endeavour was an ambitious and expensive merit-based program with 6,600 recipients in numerous and diffuse sub-categories. The program was complex and cumbersome and lacked clear priorities, particularly in its lack of geographic focus. It missed opportunities to connect with the political zeitgeist, largely due to opaque priorities and inadequate evaluation regimes which focused entirely on outcomes for individual recipients rather than on relationships for Australia.

This research draws on the first academic study of the Endeavour program. Other scholarship programs (for example Australia Awards and the New Colombo Plan) have attracted considerable scholarly interest. The Endeavour research provides an additional counterpoint for studies of Australian scholarship programs and their contribution to international diplomacy. It is timely to consider this in 2024 when Australia is putting a new focus on its investment in international scholarships.

This article aims to investigate whether there is a relationship between education for the labor market in the post-pandemic stage and the educational quality of universities, taking as a sample a group of Latin American countries and their main trading partners. Reference is made to the Global Competitiveness Report 2020 of the World Economic Forum (WEF) and the Quacquarelli Symonds (QS) index, which evaluates the quality of universities.

Correlations, clusters and T-tests were generated to test for significant differences, resulting in two blocks of countries being identified with statistically significant differences in educational efforts to prepare their citizens for the labor market and the quality of their universities.

It is concluded that there are examples of Latin American countries that, although they are emerging economies, are updating their educational systems at an accelerated pace to meet the needs demanded by the labor market, such as Chile and Argentina. In addition, there are some particular cases of Latin American QS universities that although they are not at a high level in their overall educational quality as a university, compared to North American and Asian universities, their graduates do show a high employability index. This means that in the graduate profile, these universities are also accelerating efforts to position them at a high level of preparedness to respond to the jobs and markets of tomorrow, just as the universities in developed economies do.

Although the sample size is a limitation of this work, since it is based on secondary information reported by the WEF (2020) and the QS World University Rankings (2021), it contributes value by analyzing specific cases. Despite its limitations, the study yields meaningful results that put the challenges of post-pandemic employment and the role that universities play in a comprehensible framework.

These results put special attention on the work of universities as a crucial entity to prepare citizens to develop the competencies needed for the post-pandemic labor market, especially in terms of critical thinking and digital skills. Human capital formation will drive the post-pandemic recovery process of leading countries and universities.